Projekty badawcze
swarog
System Wykrywania Dezinformacji Metodami Sztucznej Inteligencji
Kierownik dr inż. Paweł Ksieniewicz
2021-12-02—2024-04-01 finansowanie 8 657 006,25 [NCBR]
Wybrane publikacje
problexity—An open-source Python library for supervised learning problem complexity assessment
Komorniczak, Joanna and Ksieniewicz, Paweł
Neurocomputing, 2023 W ramach projektu MOL
Imbalanced Data Stream Classification Assisted by Prior Probability Estimation
Komorniczak, Joanna and Zyblewski, Pawel and Ksieniewicz, Pawel
2022 International Joint Conference on Neural Networks (IJCNN), 2022 W ramach projektu IDSTREAM
Statistical Drift Detection Ensemble for batch processing of data streams
Komorniczak, Joanna and Zyblewski, Paweł and Ksieniewicz, Paweł
Knowledge-Based Systems, 2022 W ramach projektu IDSTREAM
Inductive Parallel Learning for Multiple Classification Problems
Borek, Weronika and Ksieniewicz, Pawel
2022 International Joint Conference on Neural Networks (IJCNN), 2022
The prior probability in the batch classification of imbalanced data streams
Ksieniewicz, Paweł
Neurocomputing, 2021 W ramach projektu IDSTREAM
Dynamic Ensemble Selection for Imbalanced Data Stream Classification with Limited Label Access
Zyblewski, Paweł and Woźniak, Michał
Lecture Notes in Computer Science, 2021 W ramach projektu IDSTREAM
Distance Metrics in Clustering and Weighted Scoring Algorithm
Klikowski, Jakub and Burduk, Robert
Lecture Notes in Networks and Systems, 2021 W ramach projektu GEOM
Hellinger Distance Weighted Ensemble for imbalanced data stream classification
Grzyb, Joanna and Klikowski, Jakub and Woźniak, Michał
Journal of Computational Science, 2021 W ramach projektu IDSTREAM
How to design the fair experimental classifier evaluation
Stapor, Katarzyna and Ksieniewicz, Paweł and García, Salvador and Woźniak, Michał
Applied Soft Computing, 2021 W ramach projektu IDSTREAM
Employing One-Class SVM Classifier Ensemble for Imbalanced Data Stream Classification
Klikowski, Jakub and Woźniak, Michał
Computational Science – ICCS 2020, 2020 W ramach projektu IDSTREAM
Standard Decision Boundary in a Support-Domain of Fuzzy Classifier Prediction for the Task of Imbalanced Data Classification
Ksieniewicz, Pawel
Data stream classification using active learned neural networks
Ksieniewicz, Paweł and Woźniak, Michał and Cyganek, Bogusław and Kasprzak, Andrzej and Walkowiak, Krzysztof
Neurocomputing, 2019
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